The invention relates to a method of using metal nanoparticle or metallic particle to promote neurite outgrowth and treat and/or prevent neurological disorders. Particularly, the method of the invention uses gold nanoparticles or gold particles to promote neurite outgrowth and treat and/or prevent neurological disorders.